Real ChatGPT answer · index seedjFye5mnhJPocompleteAutomotive · car reliability and safetycommercial
Can you give me a breakdown of typical repair costs for luxury cars versus economy cars once they pass the one hundred thousand mile mark?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a breakdown of typical repair costs for luxury cars versus economy cars once they pass the one hundred thousand mile mark?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
typical annual maintenance repair costs luxury vs economy cars over 100000 miles RepairPal annual cost data Google ↗
CarEdge maintenance cost by brand 10 year luxury economy repair costs Google ↗
- Car and Truck Reliability - 2026 Ratings · repairpal.com
- Average Car Maintenance Costs (2026) · consumeraffairs.com
- Car Brands Ranked by Maintenance and Repair Costs Over Time · consumerreports.org
- Car Brands Ranked by Maintenance and Repair Costs Over Time · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
typical annual maintenance repair costs luxury vs economy cars over 100000 miles RepairPal annual cost data OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CarEdge maintenance cost by brand 10 year luxury economy repair costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |